Dataset statistics
| Number of variables | 12 |
|---|---|
| Number of observations | 153 |
| Missing cells | 2 |
| Missing cells (%) | 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 13.2 KiB |
| Average record size in memory | 88.4 B |
Variable types
| NUM | 10 |
|---|---|
| CAT | 2 |
Happiness Score is highly correlated with Happiness Rank | High correlation |
Happiness Rank is highly correlated with Happiness Score | High correlation |
Job Satisfaction has 2 (1.3%) missing values | Missing |
Country has unique values | Unique |
Happiness Rank has unique values | Unique |
Economy has unique values | Unique |
Family has unique values | Unique |
Health has unique values | Unique |
Freedom has unique values | Unique |
Generosity has unique values | Unique |
Corruption has unique values | Unique |
Dystopia has unique values | Unique |
Reproduction
| Analysis started | 2020-09-15 15:11:38.010175 |
|---|---|
| Analysis finished | 2020-09-15 15:12:43.934013 |
| Duration | 1 minute and 5.92 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 153 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 612.0 B |
| Iceland | 1 |
|---|---|
| Chad | 1 |
| Tunisia | 1 |
| Kosovo | 1 |
| Panama | 1 |
| Other values (148) |
| Value | Count | Frequency (%) | |
| Iceland | 1 | 0.7% | |
| Chad | 1 | 0.7% | |
| Tunisia | 1 | 0.7% | |
| Kosovo | 1 | 0.7% | |
| Panama | 1 | 0.7% | |
| Finland | 1 | 0.7% | |
| Norway | 1 | 0.7% | |
| Slovenia | 1 | 0.7% | |
| Israel | 1 | 0.7% | |
| Bulgaria | 1 | 0.7% | |
| Other values (143) | 143 | 93.5% |
Frequencies of value counts
Unique
| Unique | 153 ? |
|---|---|
| Unique (%) | 100.0% |
Histogram of lengths of the category
Length
| Max length | 24 |
|---|---|
| Median length | 7 |
| Mean length | 8.300653595 |
| Min length | 4 |
| Distinct | 153 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 78.16993464 |
|---|---|
| Minimum | 1 |
| Maximum | 155 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 8.6 |
| Q1 | 40 |
| median | 78 |
| Q3 | 117 |
| 95-th percentile | 147.4 |
| Maximum | 155 |
| Range | 154 |
| Interquartile range (IQR) | 77 |
Descriptive statistics
| Standard deviation | 45.0087405 |
|---|---|
| Coefficient of variation (CV) | 0.5757807105 |
| Kurtosis | -1.202442518 |
| Mean | 78.16993464 |
| Median Absolute Deviation (MAD) | 39 |
| Skewness | -0.005316117057 |
| Sum | 11960 |
| Variance | 2025.786722 |
| Monotocity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 155 | 1 | 0.7% | |
| 49 | 1 | 0.7% | |
| 56 | 1 | 0.7% | |
| 55 | 1 | 0.7% | |
| 54 | 1 | 0.7% | |
| 53 | 1 | 0.7% | |
| 52 | 1 | 0.7% | |
| 51 | 1 | 0.7% | |
| 50 | 1 | 0.7% | |
| 48 | 1 | 0.7% | |
| Other values (143) | 143 | 93.5% |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.7% | |
| 2 | 1 | 0.7% | |
| 3 | 1 | 0.7% | |
| 4 | 1 | 0.7% | |
| 5 | 1 | 0.7% |
| Value | Count | Frequency (%) | |
| 155 | 1 | 0.7% | |
| 154 | 1 | 0.7% | |
| 153 | 1 | 0.7% | |
| 152 | 1 | 0.7% | |
| 151 | 1 | 0.7% |
| Distinct | 149 |
|---|---|
| Distinct (%) | 97.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.349281046 |
|---|---|
| Minimum | 2.693000078 |
| Maximum | 7.537000179 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 2.693000078 |
|---|---|
| 5-th percentile | 3.567800045 |
| Q1 | 4.497000217 |
| median | 5.278999805 |
| Q3 | 6.09800005 |
| 95-th percentile | 7.296000004 |
| Maximum | 7.537000179 |
| Range | 4.844000101 |
| Interquartile range (IQR) | 1.600999833 |
Descriptive statistics
| Standard deviation | 1.134997316 |
|---|---|
| Coefficient of variation (CV) | 0.2121775442 |
| Kurtosis | -0.755791976 |
| Mean | 5.349281046 |
| Median Absolute Deviation (MAD) | 0.813999652 |
| Skewness | 0.01690561187 |
| Sum | 818.4400001 |
| Variance | 1.288218906 |
| Monotocity | Decreasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 6.453999996 | 2 | 1.3% | |
| 5.073999882 | 2 | 1.3% | |
| 7.28399992 | 2 | 1.3% | |
| 5.837999821 | 2 | 1.3% | |
| 4.695000172 | 1 | 0.7% | |
| 3.470999956 | 1 | 0.7% | |
| 5.335999966 | 1 | 0.7% | |
| 3.795000076 | 1 | 0.7% | |
| 4.607999802 | 1 | 0.7% | |
| 4.644000053 | 1 | 0.7% | |
| Other values (139) | 139 | 90.8% |
| Value | Count | Frequency (%) | |
| 2.693000078 | 1 | 0.7% | |
| 2.904999971 | 1 | 0.7% | |
| 3.348999977 | 1 | 0.7% | |
| 3.461999893 | 1 | 0.7% | |
| 3.470999956 | 1 | 0.7% |
| Value | Count | Frequency (%) | |
| 7.537000179 | 1 | 0.7% | |
| 7.521999836 | 1 | 0.7% | |
| 7.504000187 | 1 | 0.7% | |
| 7.493999958 | 1 | 0.7% | |
| 7.468999863 | 1 | 0.7% |
| Distinct | 153 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.982433192 |
|---|---|
| Minimum | 0 |
| Maximum | 1.870765686 |
| Zeros | 1 |
| Zeros (%) | 0.7% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.240452218 |
| Q1 | 0.659516692 |
| median | 1.064577937 |
| Q3 | 1.315175295 |
| 95-th percentile | 1.548425508 |
| Maximum | 1.870765686 |
| Range | 1.870765686 |
| Interquartile range (IQR) | 0.655658603 |
Descriptive statistics
| Standard deviation | 0.4219009555 |
|---|---|
| Coefficient of variation (CV) | 0.4294449322 |
| Kurtosis | -0.6877592579 |
| Mean | 0.982433192 |
| Median Absolute Deviation (MAD) | 0.29136014 |
| Skewness | -0.3842690838 |
| Sum | 150.3122784 |
| Variance | 0.1780004163 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.982409418 | 1 | 0.7% | |
| 1.487097263 | 1 | 0.7% | |
| 1.185295463 | 1 | 0.7% | |
| 1.153183818 | 1 | 0.7% | |
| 1.487923384 | 1 | 0.7% | |
| 0.092102349 | 1 | 0.7% | |
| 0.368420929 | 1 | 0.7% | |
| 1.153601766 | 1 | 0.7% | |
| 1.281778097 | 1 | 0.7% | |
| 1.503944635 | 1 | 0.7% | |
| Other values (143) | 143 | 93.5% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.7% | |
| 0.022643184 | 1 | 0.7% | |
| 0.091622569 | 1 | 0.7% | |
| 0.092102349 | 1 | 0.7% | |
| 0.119041793 | 1 | 0.7% |
| Value | Count | Frequency (%) | |
| 1.870765686 | 1 | 0.7% | |
| 1.741943598 | 1 | 0.7% | |
| 1.69227767 | 1 | 0.7% | |
| 1.632952452 | 1 | 0.7% | |
| 1.626343369 | 1 | 0.7% |
| Distinct | 153 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.186630454 |
|---|---|
| Minimum | 0 |
| Maximum | 1.610574007 |
| Zeros | 1 |
| Zeros (%) | 0.7% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.6184054016 |
| Q1 | 1.041989803 |
| median | 1.251825571 |
| Q3 | 1.416403651 |
| 95-th percentile | 1.522983408 |
| Maximum | 1.610574007 |
| Range | 1.610574007 |
| Interquartile range (IQR) | 0.374413848 |
Descriptive statistics
| Standard deviation | 0.288441075 |
|---|---|
| Coefficient of variation (CV) | 0.2430757394 |
| Kurtosis | 1.481827291 |
| Mean | 1.186630454 |
| Median Absolute Deviation (MAD) | 0.179480434 |
| Skewness | -1.16138699 |
| Sum | 181.5544595 |
| Variance | 0.08319825376 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 1.459944963 | 1 | 0.7% | |
| 1.255585194 | 1 | 0.7% | |
| 1.131363273 | 1 | 0.7% | |
| 1.286677599 | 1 | 0.7% | |
| 0.601323128 | 1 | 0.7% | |
| 1.384788632 | 1 | 0.7% | |
| 1.277491331 | 1 | 0.7% | |
| 1.367043018 | 1 | 0.7% | |
| 1.551121593 | 1 | 0.7% | |
| 1.433885217 | 1 | 0.7% | |
| Other values (143) | 143 | 93.5% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.7% | |
| 0.396102607 | 1 | 0.7% | |
| 0.43188253 | 1 | 0.7% | |
| 0.435299844 | 1 | 0.7% | |
| 0.512568831 | 1 | 0.7% |
| Value | Count | Frequency (%) | |
| 1.610574007 | 1 | 0.7% | |
| 1.558231115 | 1 | 0.7% | |
| 1.551121593 | 1 | 0.7% | |
| 1.54896915 | 1 | 0.7% | |
| 1.548195124 | 1 | 0.7% |
| Distinct | 153 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5501173712 |
|---|---|
| Minimum | 0 |
| Maximum | 0.949492395 |
| Zeros | 1 |
| Zeros (%) | 0.7% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.1110552562 |
| Q1 | 0.364509284 |
| median | 0.606041551 |
| Q3 | 0.719216824 |
| 95-th percentile | 0.8448646186 |
| Maximum | 0.949492395 |
| Range | 0.949492395 |
| Interquartile range (IQR) | 0.35470754 |
Descriptive statistics
| Standard deviation | 0.2377685883 |
|---|---|
| Coefficient of variation (CV) | 0.4322142887 |
| Kurtosis | -0.6014299639 |
| Mean | 0.5501173712 |
| Median Absolute Deviation (MAD) | 0.168245077 |
| Skewness | -0.5719030585 |
| Sum | 84.16795779 |
| Variance | 0.05653390157 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.687763453 | 1 | 0.7% | |
| 0.726798236 | 1 | 0.7% | |
| 0.196763754 | 1 | 0.7% | |
| 0.830875158 | 1 | 0.7% | |
| 0.589465201 | 1 | 0.7% | |
| 0.637605608 | 1 | 0.7% | |
| 0.409362853 | 1 | 0.7% | |
| 0.900214076 | 1 | 0.7% | |
| 0.805335939 | 1 | 0.7% | |
| 0.163486004 | 1 | 0.7% | |
| Other values (143) | 143 | 93.5% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.7% | |
| 0.005564754 | 1 | 0.7% | |
| 0.018772686 | 1 | 0.7% | |
| 0.041134715 | 1 | 0.7% | |
| 0.04864217 | 1 | 0.7% |
| Value | Count | Frequency (%) | |
| 0.949492395 | 1 | 0.7% | |
| 0.943062425 | 1 | 0.7% | |
| 0.913475871 | 1 | 0.7% | |
| 0.900214076 | 1 | 0.7% | |
| 0.8889606 | 1 | 0.7% |
| Distinct | 153 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4084890296 |
|---|---|
| Minimum | 0 |
| Maximum | 0.658248663 |
| Zeros | 1 |
| Zeros (%) | 0.7% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.1162566736 |
| Q1 | 0.3007406 |
| median | 0.437454283 |
| Q3 | 0.518630743 |
| 95-th percentile | 0.6133793114 |
| Maximum | 0.658248663 |
| Range | 0.658248663 |
| Interquartile range (IQR) | 0.217890143 |
Descriptive statistics
| Standard deviation | 0.150744203 |
|---|---|
| Coefficient of variation (CV) | 0.3690287672 |
| Kurtosis | -0.2330639484 |
| Mean | 0.4084890296 |
| Median Absolute Deviation (MAD) | 0.111746371 |
| Skewness | -0.6101040659 |
| Sum | 62.49882153 |
| Variance | 0.02272381474 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.377922267 | 1 | 0.7% | |
| 0.454943389 | 1 | 0.7% | |
| 0.449750572 | 1 | 0.7% | |
| 0.147062436 | 1 | 0.7% | |
| 0.604130983 | 1 | 0.7% | |
| 0.585214674 | 1 | 0.7% | |
| 0.256450713 | 1 | 0.7% | |
| 0.282110155 | 1 | 0.7% | |
| 0.332881182 | 1 | 0.7% | |
| 0.547509372 | 1 | 0.7% | |
| Other values (143) | 143 | 93.5% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.7% | |
| 0.014995855 | 1 | 0.7% | |
| 0.030369857 | 1 | 0.7% | |
| 0.059900753 | 1 | 0.7% | |
| 0.081539445 | 1 | 0.7% |
| Value | Count | Frequency (%) | |
| 0.658248663 | 1 | 0.7% | |
| 0.635422587 | 1 | 0.7% | |
| 0.633375823 | 1 | 0.7% | |
| 0.627162635 | 1 | 0.7% | |
| 0.626006722 | 1 | 0.7% |
| Distinct | 153 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2453236803 |
|---|---|
| Minimum | 0 |
| Maximum | 0.838075161 |
| Zeros | 1 |
| Zeros (%) | 0.7% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.051235636 |
| Q1 | 0.153074786 |
| median | 0.231503338 |
| Q3 | 0.322228104 |
| 95-th percentile | 0.4898676934 |
| Maximum | 0.838075161 |
| Range | 0.838075161 |
| Interquartile range (IQR) | 0.169153318 |
Descriptive statistics
| Standard deviation | 0.1343946971 |
|---|---|
| Coefficient of variation (CV) | 0.547826027 |
| Kurtosis | 1.85164283 |
| Mean | 0.2453236803 |
| Median Absolute Deviation (MAD) | 0.083887324 |
| Skewness | 0.9216401934 |
| Sum | 37.53452308 |
| Variance | 0.0180619346 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.133519918 | 1 | 0.7% | |
| 0.394096166 | 1 | 0.7% | |
| 0.326662421 | 1 | 0.7% | |
| 0.150112465 | 1 | 0.7% | |
| 0.231503338 | 1 | 0.7% | |
| 0.428580374 | 1 | 0.7% | |
| 0.224150658 | 1 | 0.7% | |
| 0.490863562 | 1 | 0.7% | |
| 0.444860309 | 1 | 0.7% | |
| 0.427858323 | 1 | 0.7% | |
| Other values (143) | 143 | 93.5% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.7% | |
| 0.010164657 | 1 | 0.7% | |
| 0.028806841 | 1 | 0.7% | |
| 0.032209955 | 1 | 0.7% | |
| 0.043785378 | 1 | 0.7% |
| Value | Count | Frequency (%) | |
| 0.838075161 | 1 | 0.7% | |
| 0.611704588 | 1 | 0.7% | |
| 0.574730575 | 1 | 0.7% | |
| 0.57212311 | 1 | 0.7% | |
| 0.500005126 | 1 | 0.7% |
| Distinct | 153 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1231792456 |
|---|---|
| Minimum | 0 |
| Maximum | 0.464307785 |
| Zeros | 1 |
| Zeros (%) | 0.7% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0200243458 |
| Q1 | 0.057069719 |
| median | 0.08984752 |
| Q3 | 0.153066069 |
| 95-th percentile | 0.3414966524 |
| Maximum | 0.464307785 |
| Range | 0.464307785 |
| Interquartile range (IQR) | 0.09599635 |
Descriptive statistics
| Standard deviation | 0.1021328274 |
|---|---|
| Coefficient of variation (CV) | 0.8291399001 |
| Kurtosis | 1.634935377 |
| Mean | 0.1231792456 |
| Median Absolute Deviation (MAD) | 0.043178778 |
| Skewness | 1.474141202 |
| Sum | 18.84642457 |
| Variance | 0.01043111442 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.059307806 | 1 | 0.7% | |
| 0.095665015 | 1 | 0.7% | |
| 0.07821355 | 1 | 0.7% | |
| 0.11909464 | 1 | 0.7% | |
| 0.089282602 | 1 | 0.7% | |
| 0.060241356 | 1 | 0.7% | |
| 0.293933749 | 1 | 0.7% | |
| 0.135638788 | 1 | 0.7% | |
| 0.09261021 | 1 | 0.7% | |
| 0.092226885 | 1 | 0.7% | |
| Other values (143) | 143 | 93.5% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.7% | |
| 0.004387901 | 1 | 0.7% | |
| 0.008964816 | 1 | 0.7% | |
| 0.010091286 | 1 | 0.7% | |
| 0.011051531 | 1 | 0.7% |
| Value | Count | Frequency (%) | |
| 0.464307785 | 1 | 0.7% | |
| 0.455220014 | 1 | 0.7% | |
| 0.439299256 | 1 | 0.7% | |
| 0.400770068 | 1 | 0.7% | |
| 0.384398729 | 1 | 0.7% |
| Distinct | 153 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.85307234 |
|---|---|
| Minimum | 0.377913713 |
| Maximum | 3.11748457 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0.377913713 |
|---|---|
| 5-th percentile | 1.05412054 |
| Q1 | 1.597970247 |
| median | 1.832909822 |
| Q3 | 2.150801182 |
| 95-th percentile | 2.736463165 |
| Maximum | 3.11748457 |
| Range | 2.739570857 |
| Interquartile range (IQR) | 0.552830935 |
Descriptive statistics
| Standard deviation | 0.499490415 |
|---|---|
| Coefficient of variation (CV) | 0.2695471753 |
| Kurtosis | 0.7339869208 |
| Mean | 1.85307234 |
| Median Absolute Deviation (MAD) | 0.276046991 |
| Skewness | -0.2425282526 |
| Sum | 283.520068 |
| Variance | 0.2494906747 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 1.651902199 | 1 | 0.7% | |
| 1.31946516 | 1 | 0.7% | |
| 0.377913713 | 1 | 0.7% | |
| 1.552311897 | 1 | 0.7% | |
| 3.11748457 | 1 | 0.7% | |
| 1.993655205 | 1 | 0.7% | |
| 2.801757336 | 1 | 0.7% | |
| 2.224958658 | 1 | 0.7% | |
| 1.697167635 | 1 | 0.7% | |
| 1.789646149 | 1 | 0.7% | |
| Other values (143) | 143 | 93.5% |
| Value | Count | Frequency (%) | |
| 0.377913713 | 1 | 0.7% | |
| 0.419389248 | 1 | 0.7% | |
| 0.540061235 | 1 | 0.7% | |
| 0.554633141 | 1 | 0.7% | |
| 0.621130466 | 1 | 0.7% |
| Value | Count | Frequency (%) | |
| 3.11748457 | 1 | 0.7% | |
| 2.898639202 | 1 | 0.7% | |
| 2.893891096 | 1 | 0.7% | |
| 2.837154865 | 1 | 0.7% | |
| 2.807808399 | 1 | 0.7% |
| Distinct | 126 |
|---|---|
| Distinct (%) | 83.4% |
| Missing | 2 |
| Missing (%) | 1.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75.20993377 |
|---|---|
| Minimum | 44.4 |
| Maximum | 95.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 44.4 |
|---|---|
| 5-th percentile | 51.35 |
| Q1 | 68.95 |
| median | 78.1 |
| Q3 | 85.1 |
| 95-th percentile | 93.05 |
| Maximum | 95.1 |
| Range | 50.7 |
| Interquartile range (IQR) | 16.15 |
Descriptive statistics
| Standard deviation | 12.96236478 |
|---|---|
| Coefficient of variation (CV) | 0.1723491051 |
| Kurtosis | -0.5492301348 |
| Mean | 75.20993377 |
| Median Absolute Deviation (MAD) | 7.8 |
| Skewness | -0.6138585643 |
| Sum | 11356.7 |
| Variance | 168.0229007 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 79.8 | 5 | 3.3% | |
| 82.1 | 3 | 2.0% | |
| 71.1 | 3 | 2.0% | |
| 73.7 | 2 | 1.3% | |
| 82.4 | 2 | 1.3% | |
| 80 | 2 | 1.3% | |
| 74.9 | 2 | 1.3% | |
| 74 | 2 | 1.3% | |
| 73.3 | 2 | 1.3% | |
| 81.4 | 2 | 1.3% | |
| Other values (116) | 126 | 82.4% |
| Value | Count | Frequency (%) | |
| 44.4 | 1 | 0.7% | |
| 44.8 | 1 | 0.7% | |
| 45.3 | 1 | 0.7% | |
| 48.5 | 1 | 0.7% | |
| 49.3 | 1 | 0.7% |
| Value | Count | Frequency (%) | |
| 95.1 | 1 | 0.7% | |
| 94.6 | 1 | 0.7% | |
| 94.5 | 1 | 0.7% | |
| 93.8 | 1 | 0.7% | |
| 93.7 | 2 | 1.3% |
Region
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | 4.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 612.0 B |
| Africa | |
|---|---|
| Asia-Pacific | |
| Latin America | |
| Eastern Europe | |
| Western Europe | |
| Other values (2) | 3 |
| Value | Count | Frequency (%) | |
| Africa | 44 | 28.8% | |
| Asia-Pacific | 43 | 28.1% | |
| Latin America | 22 | 14.4% | |
| Eastern Europe | 22 | 14.4% | |
| Western Europe | 19 | 12.4% | |
| North America | 2 | 1.3% | |
| Europe | 1 | 0.7% |
Frequencies of value counts
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.7% |
Histogram of lengths of the category
Length
| Max length | 14 |
|---|---|
| Median length | 12 |
| Mean length | 10.92810458 |
| Min length | 6 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Country | Happiness Rank | Happiness Score | Economy | Family | Health | Freedom | Generosity | Corruption | Dystopia | Job Satisfaction | Region | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Norway | 1 | 7.537 | 1.616463 | 1.533524 | 0.796667 | 0.635423 | 0.362012 | 0.315964 | 2.277027 | 94.6 | Western Europe |
| 1 | Denmark | 2 | 7.522 | 1.482383 | 1.551122 | 0.792566 | 0.626007 | 0.355280 | 0.400770 | 2.313707 | 93.5 | Western Europe |
| 2 | Iceland | 3 | 7.504 | 1.480633 | 1.610574 | 0.833552 | 0.627163 | 0.475540 | 0.153527 | 2.322715 | 94.5 | Western Europe |
| 3 | Switzerland | 4 | 7.494 | 1.564980 | 1.516912 | 0.858131 | 0.620071 | 0.290549 | 0.367007 | 2.276716 | 93.7 | Western Europe |
| 4 | Finland | 5 | 7.469 | 1.443572 | 1.540247 | 0.809158 | 0.617951 | 0.245483 | 0.382612 | 2.430182 | 91.2 | Western Europe |
| 5 | Netherlands | 6 | 7.377 | 1.503945 | 1.428939 | 0.810696 | 0.585384 | 0.470490 | 0.282662 | 2.294804 | 93.8 | Western Europe |
| 6 | Canada | 7 | 7.316 | 1.479204 | 1.481349 | 0.834558 | 0.611101 | 0.435540 | 0.287372 | 2.187264 | 90.5 | North America |
| 7 | New Zealand | 8 | 7.314 | 1.405706 | 1.548195 | 0.816760 | 0.614062 | 0.500005 | 0.382817 | 2.046456 | 88.6 | Asia-Pacific |
| 8 | Sweden | 9 | 7.284 | 1.494387 | 1.478162 | 0.830875 | 0.612924 | 0.385399 | 0.384399 | 2.097538 | 92.7 | Western Europe |
| 9 | Australia | 10 | 7.284 | 1.484415 | 1.510042 | 0.843887 | 0.601607 | 0.477699 | 0.301184 | 2.065211 | 89.2 | Asia-Pacific |
Last rows
| Country | Happiness Rank | Happiness Score | Economy | Family | Health | Freedom | Generosity | Corruption | Dystopia | Job Satisfaction | Region | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 143 | Yemen | 146 | 3.593 | 0.591683 | 0.935382 | 0.310081 | 0.249464 | 0.104125 | 0.056767 | 1.345601 | 58.9 | Asia-Pacific |
| 144 | South Sudan | 147 | 3.591 | 0.397249 | 0.601323 | 0.163486 | 0.147062 | 0.285671 | 0.116794 | 1.879567 | NaN | Africa |
| 145 | Liberia | 148 | 3.533 | 0.119042 | 0.872118 | 0.229918 | 0.332881 | 0.266550 | 0.038948 | 1.673286 | 56.6 | Africa |
| 146 | Guinea | 149 | 3.507 | 0.244550 | 0.791245 | 0.194129 | 0.348588 | 0.264815 | 0.110938 | 1.552312 | 55.1 | Africa |
| 147 | Togo | 150 | 3.495 | 0.305445 | 0.431883 | 0.247106 | 0.380426 | 0.196896 | 0.095665 | 1.837229 | 44.8 | Africa |
| 148 | Rwanda | 151 | 3.471 | 0.368746 | 0.945707 | 0.326425 | 0.581844 | 0.252756 | 0.455220 | 0.540061 | 51.7 | Africa |
| 149 | Syria | 152 | 3.462 | 0.777153 | 0.396103 | 0.500533 | 0.081539 | 0.493664 | 0.151347 | 1.061574 | 62.7 | Asia-Pacific |
| 150 | Tanzania | 153 | 3.349 | 0.511136 | 1.041990 | 0.364509 | 0.390018 | 0.354256 | 0.066035 | 0.621130 | 57.8 | Africa |
| 151 | Burundi | 154 | 2.905 | 0.091623 | 0.629794 | 0.151611 | 0.059901 | 0.204435 | 0.084148 | 1.683024 | 54.3 | Africa |
| 152 | Central African Republic | 155 | 2.693 | 0.000000 | 0.000000 | 0.018773 | 0.270842 | 0.280876 | 0.056565 | 2.066005 | 70.4 | Africa |